Aviso's spring 2026 release ships updates across every layer of the revenue stack. Key highlights include:

  • Pipeline health scoring with Pentagon Score and Historical Execution Benchmarking

  • MIKI evolving into a multi-agent intelligence system with Context Graph

  • Context-aware call summaries across AE, CSM, SDR, and internal calls

  • Halo, Aviso's conversation intelligence platform, now expanded with a dedicated AI layer for customer success teams

Here is what your team gets access to starting this quarter.

REVENUE FORECASTING

1. Pentagon Score: Pipeline health is now scored across Coverage, Qualification, Maturity, Spread, and Quality

Pipeline reviews often end in disagreements about whether the number is real. The Pentagon Score gives every pipeline conversation a shared, objective foundation.

What is it and how does it help:

  • Each dimension gets a color status: red for critical risk, amber for needs attention, green for on track

  • The lowest-scoring dimension shows which pipeline problem is putting next quarter at risk

  • Clicking any dimension opens the specific deals, dragging that score down

  • Every team scores on the same criteria, so cross-regional comparison stays objective

Where to find it: Log into app.aviso.com > Dashboard > Pipeline Insights > Overview

2. Historical Execution Benchmarking: Coverage Ratio deviation from prior fiscal year patterns visible from Week 4

The same pipeline number means different outcomes depending on where you are in the quarter. Historical Execution Benchmarking replaces gut feel with trajectory-based evidence.

What is it and how does it help:

  • The 8-Quarter Heartbeat View shows whether pipeline creation is structurally weakening across quarters

  • Individual prior fiscal year lines show exactly which past years' current execution is trailing

  • The 4-Rolling-Quarters view shows whether the pipeline today supports the quota across the next four quarters

  • A Week 4 deviation gives revenue teams eight or more weeks to rebuild the pipeline

Where to find it: Log into app.aviso.com > Analytics > Hamburger icon > Pipeline Historical Execution

3. AI Cadences: MIKI assigns a specific revenue focus to each of the 13 weeks automatically

Revenue leaders no longer need to determine what to focus on each week. MIKI now structures and drives that decision based on live pipeline data.

What is it and how does it help:

  • Each week is assigned one of five focus areas, so no week lacks a defined operational priority

  • MIKI surfaces quota attainment, gap to close, and commit deal risk every week automatically

  • Slipped deals, stalled deals, and below-coverage reps are flagged at the week needing action

Every week, your team knows exactly what to focus on and why.

Where to find it: Log into app.aviso.com > MIKI > Cadences

ACTIVITY AND RELATIONSHIP INTELLIGENCE

4. Advanced Activity Mapping: Activity attribution accuracy improved, so pipeline and rep performance data are clean

Misattributed activity data was distorting pipeline visibility and skewing rep performance metrics. Advanced Activity Mapping now eliminates that distortion at the source.

What is it and how does it help:

  • Deals appearing active due to misattributed calls now show their true stalled status to managers

  • Rep performance metrics reflect only the activity that the specific rep actually drove on each deal

  • Forecast inputs are built from verified deal activity, so pipeline risk signals are not inflated

Where to find it: Log into app.aviso.com > Deals > Activity Timeline

5. Mapping Accuracy Report: Full activity attribution visibility available on demand

Activity mapping is only trustworthy if you can see how every interaction was processed. The Mapping Accuracy Report gives sales ops a complete, downloadable breakdown of how interactions were captured, cleaned, and mapped across your CRM.

What is it and how does it help:

  • Each stage of the pipeline shows where CRM data gaps are affecting results and what to fix

  • A drop between account-level and opportunity-level accuracy points directly to sparse contact roles or missing opportunity team members

  • The report is available self-serve for any time period, not surfaced once a quarter in a review deck

Where to find it: Log into app.aviso.com > Activity and RI > Activity Inbox > Three-dot menu > Accuracy Report

6. Engagement Health Grade: Buyer engagement is now graded on seniority, reciprocity, and recency, benchmarked against similar deals

High outbound email volume was being mistaken for strong two-way stakeholder engagement. The Engagement Health Grade gives revenue teams an accurate read on where each deal relationship actually stands.

What is it and how does it help:

  • No executive contact for three-plus weeks triggers a flag with historical loss rate for that pattern

  • Deals where only the rep is emailing are identified separately from genuinely two-way engaged deals

  • The 30-day grade trend shows whether buyer responsiveness is increasing or dropping per deal

  • Each grade is compared against closed-won and closed-lost deals at the same stage for context

When a deal looks active, but the grade is declining, there is still time to act.

Where to find it: Log into app.aviso.com > Deals > Select any deal > Engagement Grade panel

LEAD INTELLIGENCE

7. Website Visitor Intelligence: Target account identity and page-level purchase intent captured before form submission

Target accounts were researching your product without your team knowing. Website Visitor Intelligence gives sales teams account-level intent data before any inbound signal is generated.

What is it and how does it help:

  • Sessions, pricing pages visited, and time spent classify each visiting account as hot, warm, or cold

  • Each visitor record shows Lead Score, company size, deal stage, and account owner for context

  • The AI SDR Avatar engages high-intent visitors while they are still on the site

  • The CRM account owner is matched automatically so inbound reaches the right rep instantly

Where to find it: Log into app.aviso.com > Lead Intelligence > Website Visitors

8. Intelligent Lead Routing: Lead assignment now driven by rep win history, deal type fit, and live calendar availability

Leads were being assigned based on territory rather than win history or deal fit. Routing now happens based on data, not org charts.

What is it and how does it help:

  • Each lead is matched to the rep with the strongest win rate for that industry and deal type

  • The rep receives objections raised, pages visited, and recommended next action at handoff

  • Routing fires at the moment of qualification so no sales-ready lead sits unassigned

Where to find it: Log into app.aviso.com > Lead Intelligence > Lead Routing

MIKI, AGENTIC CHIEF OF STAFF

9. Context Graph : CRM, call transcripts, emails, and competitive playbooks synthesized into one reasoning layer

Revenue questions rarely had answers sitting in a single system. The Context Graph connects every data source your revenue team works across into one reasoning layer.

What is it and how does it help:

  • CRM records and call transcripts are connected, so MIKI answers questions across both simultaneously

  • Answers reflect what buyers actually said on calls, not just what reps logged in CRM fields

  • Every answer cites the specific call, email, or CRM record that supports each conclusion

When you ask MIKI which deals are at risk from a competitor, you get a recommended action, not a list of mentions.

Where to find it: Log into app.aviso.com > MIKI > Ask anything about your deals, pipeline, or accounts

10. AI CRM Updates: CRM fields updated instantly via MIKI with a single command

Reps were losing time updating the CRM field by field after every call. MIKI now handles CRM updates directly, either through a direct command or AI-guided suggestions based on live deal data.

What is it and how does it help:

  • Tell MIKI what to update, and she handles multiple fields in one go

  • Ask Anything surfaces AI-powered suggestions on what needs updating, so you choose what to apply

  • Every update syncs to your CRM instantly with a preview before you commit

Where to find it: Log into app.aviso.com > MIKI > Ask Anything > CRM Update

11. MIKI Deep Intelligence: Competitive deal intelligence surfaced across your entire pipeline instantly

Sales leaders were piecing together competitive intelligence from CRM, call recordings, and emails while deals slipped. MIKI connects all of it and delivers data-driven conclusions with the depth to act on, not just a list of mentions.

What is it and how does it help:

  • Ask which deals a competitor is involved in and get win probability, unaddressed risks, and the exact plays that closed similar deals, all in one answer

  • MIKI combines structured CRM data with unstructured call transcripts and emails so answers reflect what buyers actually said, not just what reps logged

  • Draw insights across your entire team hierarchy, spotting recurring bottlenecks, slipped deals, and pipeline patterns that no single rep or manager can see alone

Where to find it: Log into app.aviso.com > MIKI > Ask Anything

AGENTIC PLATFORM

12. Agent Studio: Revenue workflow agents are now built in plain language and deployed without engineering

Building custom revenue workflows used to require engineering resources and weeks of implementation. Agent Studio removes both constraints.

What is it and how does it help:

  • Natural language descriptions automatically generate triggers, logic steps, CRM connections, and permissions

  • When an integrated tool changes its API, the agent switches to an alternative connection automatically

  • Each completed deal feeds the outcome back, so agent recommendations improve over time

  • Revenue operations teams build, test, and adjust agents without writing a single line of code

Most teams have their first agent live within a week.

Where to find it: Log into app.aviso.com > Agent Studio

13. Role-Specific Agentic Workflows: Daily deal worklists are now pre-built for AEs, SDRs, managers, RevOps, and CS

Every role on a revenue team has different execution priorities, but most platforms were surfacing the same view for everyone. Role-specific workflows have changed that.

What is it and how does it help:

  • An AE's worklist shows deals with no activity in seven days and recommended next actions

  • A manager's workflow surfaces deals that have changed the forecast category since yesterday for review

  • A revenue leader's workflow shows AI-predicted close versus rep-submitted commit before the forecast call

  • Any validated workflow is shared to the team library and deployed org-wide in one click

Where to find it: Log into app.aviso.com > Agent Studio > Role-Specific Workflows

AGENT LIBRARY

14. New Agents Added to the Library: Eight new agents across RFP, QBR, renewal, health, ICP, buying committee, and CPQ

Every agent is scoped to a revenue execution point where manual effort creates deal risk. Eight new agents were added this quarter.

What is it and how does it help:

  • RFP Response: Draft answers from your knowledge base with a confidence score per question

  • QBR Builder: Generate performance, risk, roadmap, and expansion sections from account data automatically

  • Renewal Intelligence: Flag accounts at churn risk before the renewal conversation has started

  • Account Health Monitoring: Rank accounts by urgency across adoption, support, and engagement signals

  • ICP Fit Scoring: Rank pipeline accounts by firmographic fit, intent data, and behavioral signals

  • Buying Committee Mapping: Identify decision-makers, champions, and blockers from calls and emails

  • Leading Indicator Agent: Flag deals trending toward a slip before they appear as forecast problems

  • CPQ and Quote Generation: Generate accurate, formatted quotes from a conversational prompt instantly

Every agent runs on live CRM, call, and email data, so outputs reflect your actual pipeline.

Where to find it: Log into app.aviso.com > Agent Library

SALES ENGAGEMENT

15. AI SDR Avatar: Inbound visitors qualified via BANT or MEDDIC and booked into rep calendars automatically

Inbound leads were going cold between form submission and first rep contact. The AI SDR Avatar closes that gap immediately.

What is it and how does it help:

  • Only visitors meeting configured qualification criteria, such as role and company size, reach reps

  • The rep receives every objection raised, pages visited, and recommended next action via MIKI

  • The Avatar operates around the clock, so after-hours leads receive an immediate qualified response

  • Prospects who do not book are placed into a nurture sequence tailored to their raised objections

Where to find it: Log into app.aviso.com > Sales Engagement > AI SDR Avatar

CONVERSATION INTELLIGENCE

16. Deals Board: WinScore, Engagement Grade, Smart Trackers, MEDDPICC, Buyer Interest Score, and Pitch Adherence on one board

Managers were assembling deal intelligence from CRM records, call summaries, and engagement data separately before every pipeline review. The Deals Board consolidates every deal execution signal into one operational view.

What is it and how does it help:

  • WinScore shows each deal's AI-generated close probability against the minimum threshold for that deal

  • Smart Trackers show running counts of positive and negative buyer signals from every sales call

  • Buyer Interest Score plots a two-month prospect sentiment trend across Negative, Confused, Inactive, and Positive call outcomes

  • Pitch Adherence tracks rep coverage of Introduction, Product, Pricing, and Technology discussion categories per call

  • MEDDPICC fields are auto-populated from call transcripts so qualification gaps surface without rep self-reporting

One board gives managers everything needed to run a pipeline review without opening another tool.

Where to find it: Log into app.aviso.com > Conversation Intelligence > Accounts and Deals

17. Context-Aware Smart Summaries: Summary structure, sections, and participant roles shift automatically by call type and deal stage

A single summary template was producing irrelevant output for three out of four call types on every team. Aviso now classifies every call at two levels and routes it to a purpose-built output engine.

What is it and how does it help:

  • Discovery call summaries focus on pain signals and qualification gaps while negotiation summaries focus on commercial terms, objections, and next steps to close

  • CSM calls are classified into QBR, health check, renewal, or escalation, and each produces a different output reflecting that specific post-sale conversation

  • SDR summaries lead with Meeting Booked: yes or no, then score pitch quality and objection handling

  • Internal calls surface blockers with named owners, decisions with reasoning, and action items with assignees and deadlines

Where to find it: Log into app.aviso.com > Conversation Intelligence > Call Summary > select any call

18. Sales Coach Avatar: AI-led rep certification and deal-specific pre-call practice simulations now available on demand

New sales hires were ramping through inconsistent coaching that depended entirely on manager bandwidth. The Sales Coach Avatar, Norman, delivers structured onboarding and deal-specific practice at scale.

What is it and how does it help:

  • Managers build certification programs with required modules tagged by skill area and a minimum pass score

  • Norman pulls the rep's actual CRM deal, including prospect role, deal stage, and buyer DISC profile for simulation

  • A real-time coaching overlay flags missed objections and skipped discovery questions during the simulation

  • After each session, the rep receives scores on pitch accuracy, objection handling, discovery depth, and closing strength

  • Managers see every rep's certification status, module scores, and skill gaps in one dashboard

Early Aviso deployments show up to 60% reductions in ramp time, 26% increases in first-call success rates, and up to 40% improvements in win rates.

Where to find it: Log into app.aviso.com > Conversation Intelligence > Sales Coach Avatar

CUSTOMER SUCCESS INTELLIGENCE

19. Halo: Aviso's CI platform expanded with a post-sale AI execution layer for CSM teams

CSMs were managing renewals, health checks, QBRs, and escalations using tools built for new business sales motions. Halo extends Aviso's platform with a post-sale revenue layer built specifically for CS execution.

What is it and how does it help:

  • Each morning, Halo ranks accounts by urgency using renewal proximity, health score drops, and engagement gaps

  • Pre-meeting briefs load interaction history, unresolved QBR commitments, and AI conversation starters automatically

  • During calls, Halo tracks sentiment, agenda topic coverage, and flags competitor mentions in real time

  • Post-call CRM updates, call summaries, and stakeholder notifications are written and sent automatically

  • Every QBR commitment is tracked against a resolution deadline, so nothing falls through between review cycles

Where to find it: Log into app.aviso.com > Customer Success Intelligence > Halo

20. Renewal and Churn Risk Monitoring: Adoption and engagement deterioration signals are now monitored continuously across every account

Churn conversations were starting after deterioration signals had already been missed. Aviso now monitors every account continuously, so CS teams act on risk before customers raise it.

What is it and how does it help:

  • Health score drops identify whether the cause is reduced logins, lower feature adoption, or increased support tickets

  • Churn risk alerts reach the CSM before the customer has decided to initiate a cancellation request

  • Expansion readiness signals flag accounts showing increased feature usage or capability questions on recent calls

  • QBR decks are auto-generated with performance, open risks, roadmap alignment, and renewal context pre-populated

Where to find it: Log into app.aviso.com > Customer Success Intelligence > Account Health

We remain committed to shipping product developments that help revenue teams perform at their best, every quarter.

Ready to see these updates in action? Book a walkthrough with the Aviso team.

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